A spectral analysis of ground-penetrating radar data for the assessment of the railway ballast geometric properties

Abstract This paper presents a methodology for the assessment of railway ballast using ground-penetrating radar (GPR – 2 GHz horn antenna). The primary approach in this endeavour was the finite-difference time-domain (FDTD) simulations of ballast (a multi-stage process in terms of ballast size). To this effect, a combination of random sequential adsorption (RSA) and FDTD algorithms were applied. The results of the numerical simulation then were used to compare with the experimental investigations results using a container (methacrylate material) of the 1.5 × 1.5 × 0.5 m dimensions. Finally, the modelling of the frequency spectrum peak and the equivalent diameter of the ballast aggregates was developed.

[1]  Alessandro Calvi,et al.  Railway ballast condition assessment using ground-penetrating radar – An experimental, numerical simulation and modelling development , 2017 .

[2]  E. Tutumluer,et al.  Characterizing Railroad Ballast Using GPR: Recent Experiences in the United States , 2007, 2007 4th International Workshop on, Advanced Ground Penetrating Radar.

[3]  Antonios Giannopoulos,et al.  Modelling ground penetrating radar by GprMax , 2005 .

[4]  Ernest T. Selig,et al.  Track Geotechnology and Substructure Management , 1995 .

[5]  P. Anbazhagan,et al.  Identification of type and degree of railway ballast fouling using ground coupled GPR antennas , 2016 .

[6]  S. Fontul,et al.  Evaluation of ballast fouling using GPR , 2014, Proceedings of the 15th International Conference on Ground Penetrating Radar.

[7]  Imad L. Al-Qadi,et al.  Railroad Ballast Evaluation Using Ground-Penetrating Radar , 2010 .

[8]  Abdesselam Bouzerdoum,et al.  Automatic Classification of Ground-Penetrating-Radar Signals for Railway-Ballast Assessment , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Michael Forde,et al.  Infrared thermographic investigation of railway track ballast , 2002 .

[10]  Michael Forde,et al.  New Analysis of Ground Penetrating Radar Testing of a Mixed Railway Trackbed , 2010 .

[11]  D. Daniels Ground Penetrating Radar , 2005 .

[12]  Qinghua Huang,et al.  Radar wave scattering loss in a densely packed discrete random medium: Numerical modeling of a box-of-boulders experiment in the Mie regime , 2013 .

[13]  H. Hakimzadeh,et al.  Part 1 , 2011 .

[14]  F. Tosti,et al.  Laboratory investigations for the electromagnetic characterization of railway ballast through GPR , 2016, 2016 16th International Conference on Ground Penetrating Radar (GPR).

[15]  Qing Zhang,et al.  Characterisation of ballast materials in trackbed using ground penetrating Radar: Part 1 , 2011 .

[16]  Ernest T. Selig,et al.  Development of material properties for railway application of ground-penetrating radar , 2002, International Conference on Ground Penetrating Radar.

[17]  A. Tolooiyan,et al.  Geophysical and geotechnical assessment of a railway embankment failure , 2011 .

[18]  Johannes Hugenschmidt,et al.  Railway track inspection using GPR , 2000 .

[19]  David G. Vass,et al.  Proceedings of the Society of Photo-optical Instrumentation Engineers (SPIE) , 1997 .

[20]  Imad L. Al-Qadi,et al.  Railroad Ballast Fouling Detection Using Ground Penetrating Radar - A New Approach Based on Scattering from Voids , 2006 .

[21]  B. Indraratna 1st Proctor Lecture of ISSMGE:: Railroad performance with special reference to ballast and substructure characteristics , 2016 .

[22]  Michael Forde,et al.  Electromagnetic properties of railway ballast , 2001 .

[23]  P. Anbazhagan,et al.  Characterization of clean and fouled rail track ballast subsurface using seismic surface survey method: Model and field studies , 2011 .

[24]  Lanbo Liu,et al.  Multi-frequency GPR signal fusion using forward and inverse S-transform for detecting railway subgrade defects , 2015, 2015 8th International Workshop on Advanced Ground Penetrating Radar (IWAGPR).

[25]  F. Tosti,et al.  A simulation-based approach for railway applications using GPR , 2016, 2016 16th International Conference on Ground Penetrating Radar (GPR).

[26]  Andrea Benedetto,et al.  Evaluation of Hydraulic Permeability of Open-Graded Asphalt Mixes Using a Full Numerical Simulation , 2014 .